issues in the comparison of ground gravity with grace data david crossley, saint louis u., dept....

1
Issues in the Comparison of Ground Gravity with GRACE Data David Crossley, Saint Louis U., Dept. Earth & Atmospheric Science, 3507 Laclede Ave., St. Louis MO 63104, [email protected]. Jacques Hinderer, EOST, 5 rue Descartes, Strasbourg 67084, France, [email protected],fr Jurgen Neumeyer, Dept. Geodesy and Remote Sensing, GFZ Potsdam, Germany, [email protected] G31C - 0812 0 182 364 546 728 910 -5 -4 -3 -2 -1 0 1 2 3 4 MC Medicina 0 182 364 546 728 910 -6 -4 -2 0 2 4 6 MB Membach 0 182 364 546 728 910 -3 -2 -1 0 1 2 3 MO Moxa 0 182 364 546 728 910 -3 -2 -1 0 1 2 3 4 5 ST Strasbourg 0 182 364 546 728 910 -4 -3 -2 -1 0 1 2 3 VI Vienna 0 182 364 546 728 910 -10.0 -5.0 0.0 5.0 10.0 WE Wettzell Figure 2. Individual station gravity residuals after correcting for local tides, nominal atmospheric pressure loading, and IERS polar motion. Amplitudes are in Gal, with time in days since 1 Jan 2002. Vertical grid marks are semi- annual. Offsets are critical to long period SG observations and are removed with care. The two series from dual sphere instruments (MO, WE) are treated separately and combined only after all corrections. The linear trend contains secular gravity changes seen by AG instruments and the SG instrument drift. ACKNOWLEDGEMENTS ACKNOWLEDGEMENTS The ground gravity data is from the ICET database, with other data supplied by: Bernd Richter, Herbert Wilmes, Peter Wolf, Michel van Camp, and Corinna Kroner. Bernard Ducarme assisted in tidal processing. Jean-Paul Boy provided the hydrology loading. For access to the JPL GRACE data and processing, we thank Frank Lemoine (NASA), and C. K. Shum and S. C. Han (Ohio State). This research is supported by NSF EAR #0409381 and CNRS. AGU Session ED03 … AGU Session ED03 … "The availability of sophisticated large-format printers has created a terrible temptation for scientists to present papers with linear storylines inherited from printed publications. Attending the average poster session becomes the daunting equivalent of reading 10 or 20 papers in less than an hour.“ Principal eigenvector for GRACE dat 2.0 6.0 10.0 14.0 18.0 42.0 44.0 46.0 48.0 50.0 52.0 54.0 MB MB MC MC MO MO ST ST VI VI WE WE GGP stations 1997-2001. Stations BE and PO have stopped, and we did not use ME in this study 2.0 6.0 10.0 14.0 18.0 42.0 44.0 46.0 48.0 50.0 52.0 54.0 MB MB MC MC MO MO ST ST VI VI WE WE Principal eigenvector for SG data GRACE gravity field, truncation n = 20 aug 02 2.0 6.0 10.0 14.0 18.0 42 44 46 48 50 52 54 MB MB MC MC MO MO ST ST VI VI WE WE aug 02 2.0 6.0 10.0 14.0 18.0 42 44 46 48 50 52 54 MB MB MC MC MO MO ST ST VI VI WE WE feb 03 2.0 6.0 10.0 14.0 18.0 42 44 46 48 50 52 54 MB MB MC MC MO MO ST ST VI VI WE WE may 03 2 6 10 14 18 42 44 46 48 50 52 54 MB MB MC MC MO MO ST ST VI VI WE WE aug 03 2.0 6.0 10.0 14.0 18.0 42 44 46 48 50 52 54 MB MB MC MC MO MO ST ST VI VI WE WE nov 03 2.0 6.0 10.0 14.0 18.0 42 44 46 48 50 52 54 MB MB MC MC MO MO ST ST VI VI WE WE feb 04 2.0 6.0 10.0 14.0 18.0 42 44 46 48 50 52 54 MB MB MC MC MO MO ST ST VI VI WE WE may 04 2.0 6.0 10.0 14.0 18.0 42 44 46 48 50 52 54 MB MB MC MC MO MO ST ST VI VI WE WE jul 04 2 6 10 14 18 42 44 46 48 50 52 54 MB MB MC MC MO MO ST ST VI VI WE WE - 11.8 Gal to + 8.2 Gal Comparison of the first principal eigenvectors and time components that account for 80% variance reduction of the GRACE data and 60% of the SG variability ABSTRACT AND PROCEDURE ABSTRACT AND PROCEDURE We processed 2 years of SG data from 6 stations in central Europe (Fig. 1) and did an EOF (Empirical Orthogonal Function) analysis to determine the principal components (PCs) and eigenvectors. We took GRACE Level 2 monthly satellite solutions, and extracted a portion of the gravity field over the same area as the SG stations. We also did an EOF analysis of this data. We compared both gravity field to the predictions of loading from a comprehensive hydrological model. We computed 3-D atmospheric attraction and deformation as an improvement to our previous empirical admittance -0.3 Gal / hPa (results for only 3 stations were completed, we do not show them) OBJECTIVE – TO EXAMINE 3 ISSUES OBJECTIVE – TO EXAMINE 3 ISSUES Is it possible to compare ground and satellite gravity fields at the precision (Gal) and resolution (10-1000 km) of hydrology? This we have done here. What is the effect of improving the atmospheric attraction to due a 3-D realistic atmospheric model? This we have done partly. How should one correct for SG stations that have mass above the gravimeters – thus contributing an additional upwards seasonal effect from soil moisture and snow not seen by the satellite. This we have yet to do. Station Sensor Offsets removed (Gal) Trend (Gal yr - 1 ) MB Single sphere 6, from –3.1 to 1.9 Gal 3.86 MC Single sphere 1, at 45.0 Gal 2.31 MO_L Dual sphere, lower 2, from –8.7 to 5.7 Gal 4.83 MO_U Dual sphere, upper 2, from –8.5 to 4.8 Gal 1.95 ST Single sphere none 2.94 VI Single sphere 3, from –1.5 to 4.0 Gal 1.45 WE_L Dual sphere, lower 6, from –41.1 to 5.1 Gal -4.09 WE_U Dual sphere, upper 6, from –43.0 to 7.5 Gal -2.28 LOCAL HYDROLOGY LOCAL HYDROLOGY The SG data are not corrected for hydrology, which is part of the target signal for GRACE comparisons. Local hydrology affects SG stations, but if the mass is below the station the local effects should be smoothed by spatial averaging (lots of instruments). Comparison between hydrology (soil moisture and snow) loading in gravity and SG gravity residuals. GRACE days since 1 Jan 02 0 182 364 546 728 910 -2.0 -1.5 -1.0 -0.5 0.0 0.5 1.0 1.5 2.0 Principal components of SG and GRACE -4.0 -3.0 -2.0 -1.0 0.0 1.0 2.0 3.0 days since 1 jan 02 0 182 364 546 728 910 amplitude -8.0 -6.0 -4.0 -2.0 0.0 2.0 4.0 Evolution of first GRACE PC with increasing number of months of data showing stability and downward trend in gravity trend day 0 182 364 546 728 910 microgal -8.0 -4.0 0.0 4.0 8.0 MB hydro day 0 182 364 546 728 910 microgal -8.0 -4.0 0.0 4.0 8.0 MC hydro day 0 182 364 546 728 910 microgal -8.0 -4.0 0.0 4.0 8.0 MO hydro day 0 182 364 546 728 910 microgal -8.0 -4.0 0.0 4.0 8.0 ST hydro day 0 182 364 546 728 910 microgal -8.0 -4.0 0.0 4.0 8.0 VI hydro day 0 182 364 546 728 910 microgal -8.0 -4.0 0.0 4.0 8.0 WE hydro aug 02 2 6 10 14 18 42 44 46 48 50 52 54 MB MB MC MC MO MO ST ST VI VI WE WE nov 02 2 6 10 14 18 42 44 46 48 50 52 54 MB MB MC MC MO MO ST ST VI VI WE WE feb 03 2 6 10 14 18 42 44 46 48 50 52 54 MB MB MC MC MO MO ST ST VI VI WE WE may 03 2 6 10 14 18 42 44 46 48 50 52 54 MB MB MC MC MO MO ST ST VI VI WE WE aug 03 2.0 6.0 10.0 14.0 18.0 42 44 46 48 50 52 54 MB MB MC MC MO MO ST ST VI VI WE WE nov 03 2 6 10 14 18 42 44 46 48 50 52 54 MB MB MC MC MO MO ST ST VI VI WE WE jul 04 2 6 10 14 18 42 44 46 48 50 52 54 may 04 2 6 10 14 18 42 44 46 48 50 52 54 MB MB MC MC MO MO ST ST VI VI WE WE feb 04 2 6 10 14 18 42 44 46 48 50 52 54 MB MB MC MC MO MO ST ST VI VI WE WE Snapshots of SG gravity field, minimum curvature surface - 5.7 Gal to + 6.9 Gal

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Page 1: Issues in the Comparison of Ground Gravity with GRACE Data David Crossley, Saint Louis U., Dept. Earth & Atmospheric Science, 3507 Laclede Ave., St. Louis

Issues in the Comparison of Ground Gravity with GRACE DataDavid Crossley, Saint Louis U., Dept. Earth & Atmospheric Science, 3507 Laclede Ave., St. Louis MO 63104 , [email protected].

Jacques Hinderer, EOST, 5 rue Descartes, Strasbourg 67084, France, [email protected],fr

Jurgen Neumeyer, Dept. Geodesy and Remote Sensing, GFZ Potsdam, Germany, [email protected]

G31C- 0812

0 182 364 546 728 910

-5

-4

-3

-2

-1

0

1

2

3

4

MC Medicina

0 182 364 546 728 910

-6

-4

-2

0

2

4

6

MB Membach

0 182 364 546 728 910

-3

-2

-1

0

1

2

3

MO Moxa

0 182 364 546 728 910

-3

-2

-1

0

1

2

3

4

5

ST Strasbourg

0 182 364 546 728 910

-4

-3

-2

-1

0

1

2

3

VI Vienna

0 182 364 546 728 910

-10.0

-5.0

0.0

5.0

10.0

WE Wettzell

Figure 2. Individual station gravity residuals after correcting for local tides, nominal atmospheric pressure loading, and IERS polar motion. Amplitudes are in Gal, with time in days since 1 Jan 2002. Vertical grid marks are semi-annual.

Offsets are critical to long period SG observations and are removed with care. The two series from dual sphere instruments (MO, WE) are treated separately and combined only after all corrections. The linear trend contains secular gravity changes seen by AG instruments and the SG instrument drift.

ACKNOWLEDGEMENTSACKNOWLEDGEMENTS

The ground gravity data is from the ICET database, with other data supplied by: Bernd Richter, Herbert Wilmes, Peter

Wolf, Michel van Camp, and Corinna Kroner. Bernard Ducarme assisted in tidal processing. Jean-Paul Boy provided the hydrology loading. For access to the JPL GRACE data and processing, we thank Frank Lemoine

(NASA), and C. K. Shum and S. C. Han (Ohio State). This research is supported by NSF EAR #0409381 and CNRS.

AGU Session ED03 …AGU Session ED03 …

"The availability of sophisticated large-format printers has created a terrible temptation for scientists to present papers with linear storylines inherited from printed publications. Attending the average poster session becomes the daunting equivalent of reading 10 or

20 papers in less than an hour.“

Principal eigenvector for GRACE data

2.0 6.0 10.0 14.0 18.042.0

44.0

46.0

48.0

50.0

52.0

54.0

MBMB

MCMC

MOMO

STSTVIVI

WEWE

GGP stations 1997-2001. Stations BE and PO have stopped, and we did not use ME in this study

2.0 6.0 10.0 14.0 18.0

42.0

44.0

46.0

48.0

50.0

52.0

54.0

MBMB

MCMC

MOMO

STSTVIVI

WEWE

Principal eigenvector for SG data

GRACE gravity field, truncation n = 20

aug 02

2.0 6.0 10.0 14.0 18.042

44

46

48

50

52

54

MBMB

MCMC

MOMO

STSTVIVI

WEWE

aug 02

2.0 6.0 10.0 14.0 18.0

42

44

46

48

50

52

54

MBMB

MCMC

MOMO

STSTVIVI

WEWE

feb 03

2.0 6.0 10.0 14.0 18.042

44

46

48

50

52

54

MBMB

MCMC

MOMO

STSTVIVI

WEWE

may 03

2 6 10 14 1842

44

46

48

50

52

54

MBMB

MCMC

MOMO

STSTVIVI

WEWE

aug 03

2.0 6.0 10.0 14.0 18.042

44

46

48

50

52

54

MBMB

MCMC

MOMO

STSTVIVI

WEWE

nov 03

2.0 6.0 10.0 14.0 18.0

42

44

46

48

50

52

54

MBMB

MCMC

MOMO

STSTVIVI

WEWE

feb 04

2.0 6.0 10.0 14.0 18.042

44

46

48

50

52

54

MBMB

MCMC

MOMO

STSTVIVI

WEWE

may 04

2.0 6.0 10.0 14.0 18.042

44

46

48

50

52

54

MBMB

MCMC

MOMO

STSTVIVI

WEWE

jul 04

2 6 10 14 1842

44

46

48

50

52

54

MBMB

MCMC

MOMO

STSTVIVI

WEWE

- 11.8 Gal to + 8.2 Gal

Comparison of the first principal eigenvectors and time components that account for 80% variance reduction of the GRACE data and 60% of the SG variability

ABSTRACT AND PROCEDUREABSTRACT AND PROCEDURE

We processed 2 years of SG data from 6 stations in central Europe (Fig. 1) and did an EOF (Empirical Orthogonal Function) analysis to determine the principal

components (PCs) and eigenvectors.

We took GRACE Level 2 monthly satellite solutions, and extracted a portion of the gravity field over the same area as the SG stations. We also did an EOF

analysis of this data.

We compared both gravity field to the predictions of loading from a comprehensive hydrological model.

We computed 3-D atmospheric attraction and deformation as an improvement to our previous empirical admittance -0.3 Gal / hPa (results for only 3 stations

were completed, we do not show them)

OBJECTIVE – TO EXAMINE 3 ISSUESOBJECTIVE – TO EXAMINE 3 ISSUES

Is it possible to compare ground and satellite gravity fields at the precision (Gal) and resolution (10-1000 km) of hydrology? This we have done here.

What is the effect of improving the atmospheric attraction to due a 3-D realistic atmospheric model? This we have done partly.

How should one correct for SG stations that have mass above the gravimeters – thus contributing an additional upwards seasonal effect from soil moisture and snow not seen by the satellite. This we have yet to do.

Station Sensor Offsets removed (Gal) Trend (Gal yr-1)

MB Single sphere 6, from –3.1 to 1.9 Gal 3.86

MC Single sphere 1, at 45.0 Gal 2.31

MO_L Dual sphere, lower 2, from –8.7 to 5.7 Gal 4.83

MO_U Dual sphere, upper 2, from –8.5 to 4.8 Gal 1.95

ST Single sphere none 2.94

VI Single sphere 3, from –1.5 to 4.0 Gal 1.45

WE_L Dual sphere, lower 6, from –41.1 to 5.1 Gal -4.09

WE_U Dual sphere, upper 6, from –43.0 to 7.5 Gal -2.28

LOCAL HYDROLOGYLOCAL HYDROLOGY

The SG data are not corrected for hydrology, which is part of the target signal for GRACE comparisons. Local hydrology

affects SG stations, but if the mass is below the station the local effects should be smoothed by spatial averaging (lots of

instruments).

Comparison between hydrology (soil moisture and snow) loading

in gravity and SG gravity residuals.

GRACE

days since 1 Jan 020 182 364 546 728 910

-2.0

-1.5

-1.0

-0.5

0.0

0.5

1.0

1.5

2.0Principal components of SG and GRACE

-4.0

-3.0

-2.0

-1.0

0.0

1.0

2.0

3.0

days since 1 jan 020 182 364 546 728 910

am

plit

ud

e

-8.0

-6.0

-4.0

-2.0

0.0

2.0

4.0

Evolution of first GRACE PC with increasing number of months of data showing stability and downward trend in gravity

trend

day

0 182 364 546 728 910

mic

roga

l

-8.0

-4.0

0.0

4.0

8.0MB

hydro

day

0 182 364 546 728 910

mic

roga

l

-8.0

-4.0

0.0

4.0

8.0MC

hydro

day

0 182 364 546 728 910

mic

roga

l

-8.0

-4.0

0.0

4.0

8.0MO

hydro

day

0 182 364 546 728 910

mic

roga

l

-8.0

-4.0

0.0

4.0

8.0ST

hydro

day

0 182 364 546 728 910

mic

roga

l

-8.0

-4.0

0.0

4.0

8.0VI

hydro

day

0 182 364 546 728 910

mic

roga

l

-8.0

-4.0

0.0

4.0

8.0WE

hydro

aug 02

2 6 10 14 1842

44

46

48

50

52

54

MBMB

MCMC

MOMO

STSTVIVI

WEWE

nov 02

2 6 10 14 1842

44

46

48

50

52

54

MBMB

MCMC

MOMO

STSTVIVI

WEWE

feb 03

2 6 10 14 1842

44

46

48

50

52

54

MBMB

MCMC

MOMO

STSTVIVI

WEWE

may 03

2 6 10 14 1842

44

46

48

50

52

54

MBMB

MCMC

MOMO

STSTVIVI

WEWE

aug 03

2.0 6.0 10.0 14.0 18.042

44

46

48

50

52

54

MBMB

MCMC

MOMO

STSTVIVI

WEWE

nov 03

2 6 10 14 1842

44

46

48

50

52

54

MBMB

MCMC

MOMO

STSTVIVI

WEWE

MBMB

MCMC

MOMO

STSTVIVI

WEWE

jul 04

2 6 10 14 18

42

44

46

48

50

52

54

may 04

2 6 10 14 18

42

44

46

48

50

52

54

MBMB

MCMC

MOMO

STSTVIVI

WEWE

feb 04

2 6 10 14 1842

44

46

48

50

52

54

MBMB

MCMC

MOMO

STSTVIVI

WEWE

Snapshots of SG gravity field, minimum curvature surface

- 5.7 Gal to + 6.9 Gal